ANN and Fuzzy Logic Based Model to Evaluate Huntington Disease Symptoms

Table 6

Regression and prediction result comparison of different ANN models.

Functional capacity level predictions (data sample of 10 records from 1 test subject)
rt	2.65	0.25	0.67	0.26	0.24	0.78	0.4	0.29	0.34	0.25
delta	22.36	108.3	87.8	267	60.1	20.8	37	113	41.4	68.8
TFC	8	3	4	1	5	8	7	3	7	5
FFBP	8.02	3.31	3.90	1.32	5.39	8.55	7.25	3.19	6.85	4.83
FFTD	7.99	3.26	3.94	0.97	5.41	8.51	7.24	3.15	6.83	4.87
CFBP	7.94	3.32	3.59	1.28	5.45	8.84	7.15	3.16	6.83	4.87
NARX	8.06	3.28	3.83	1.20	5.43	8.81	7.24	3.16	6.85	4.87
Elman	8.01	3.27	3.87	1.19	5.40	8.79	7.30	3.16	6.88	4.84
RNN	7.97	3.28	3.86	1.15	5.42	8.54	7.27	3.15	6.87	4.87
GRNN	8.20	2.92	3.86	0.99	5.18	8.93	6.83	2.91	6.88	4.87